You will get a custom, secure AI Agent with a Private RAG Pipeline for your data.
Project details
I bridge the gap between "chatting with AI" and "functional business intelligence." As a technical professional transitioning from engineering into cybersecurity, I specialize in building high-security, privacy-first AI Agents and RAG (Retrieval-Augmented Generation) pipelines.
What sets this project apart is my "Privacy-First" approach: I can deploy these systems entirely on your local infrastructure using models like Gemma 4 or Llama 3, ensuring that sensitive data such as internal technical manuals or proprietary code never touches the public internet. By combining my experience in running local LLMs with workflow engineering, I deliver autonomous agents that don't just answer questions, but also integrate with your daily tools like Slack, Notion, and CRMs to automate your operations.
What sets this project apart is my "Privacy-First" approach: I can deploy these systems entirely on your local infrastructure using models like Gemma 4 or Llama 3, ensuring that sensitive data such as internal technical manuals or proprietary code never touches the public internet. By combining my experience in running local LLMs with workflow engineering, I deliver autonomous agents that don't just answer questions, but also integrate with your daily tools like Slack, Notion, and CRMs to automate your operations.
AI Algorithms
AdaBoost, Large Language Model, Multilayer Perceptron, Radial Basis Function Network, Regression Analysis, Restricted Boltzmann Machine, Self-Organizing Map, StyleGAN, Transformer Model, YOLOAI Applications
AI Chatbot, AI Text-to-Image, Anomaly Detection, Conversational AI, Facial Recognition, Image Processing, Image Recognition, Natural Language Understanding, Object Detection, Object Localization, Speech Synthesis, Text RecognitionAI Development Language
PythonAI Tools
Adobe Firefly, Copy.ai, GitHub Copilot, Gradio, Hugging Face, Microsoft CNTK, NVIDIA AI Platform, Replit, Streamlit, TensorFlowAI Models
AlphaCode, BERT, ChatGPT, DALL-E, GPT-3, GPT-4, GPT-Neo, LaMDA, LLaMA, Naive Bayes Classifier, OpenAI Codex, WhisperWhat's included
| Service Tiers |
Starter
$150
|
Standard
$350
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 4 days | 10 days | 15 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Batch Normalization | |||
Database Integration | |||
Detailed Code Comments | |||
Image Upscaling | - | - | |
MLOps | - | - | |
Model Deployment | |||
Model Documentation | |||
Model Monitoring | - | ||
Model Testing & Optimization | |||
Model Tuning | - | ||
Natural Language Processing | |||
NLP Tokenization | |||
Pre-Training | - | - | |
Prompt Engineering | |||
Setup File | |||
Source Code |
Frequently asked questions
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CH
Colin H.
Mar 20, 2025
Need Spreadsheet Model Creating in Google Sheets
Did a great job, highly recommended +++++
FR
Francis R.
Dec 7, 2023
Summarize 30,000 Trades for Capital Gain Loss Summary. Large Input Context AI model access needed
PM
Peter M.
Aug 17, 2023
Seeking Full Stack Dev for Growing Startup
Donald's communication was probably the best I've yet experienced here on upwork and I've worked with a lot of people! Thanks Donald and looking forward to some future work together as discussed.
SR
Salvika R.
Jun 26, 2023
Changes
SR
Salvika R.
Jun 21, 2023
simple project
About Donald
Cybersecurity Engineer | Red Team Operations | AI Integration Expert
Nairobi, Kenya - 6:15 pm local time
With a deep background in structural engineering and CAD, I treat network infrastructure like a blueprint, analyzing every connection for potential failure points. I specialize in simulating real-world adversary behavior to test defenses against lateral movement, privilege escalation, and prompt injection in AI models.
Core Competencies:
Offensive Security: Internal Network Penetration Testing, Active Directory exploitation (Kerberoasting, BloodHound analysis), and Red Team simulations.
Defensive Engineering: Custom Sysmon configuration for advanced threat detection and EDR hardening.
AI & Automation: Local LLM deployment (Ollama/Gemma 4), AI workflow integration, and securing RAG pipelines against adversarial attacks.
Compliance & GRC: Mapping technical controls to GDPR, HIPAA, and ISO 27001 standards.
Key Projects & Accomplishments:
Lead Developer, Sysmon Home Defense: Created an optimized GitHub project for real-time monitoring of DNS tunneling and lateral movement.
AI Benchmarking: Engineered local AI environments on high-performance GPU clusters to optimize small-scale language models.
Structural Background: Former expertise in Autodesk Fusion 360 and complex infrastructure design, providing a unique perspective on system architecture.
Why Work With Me?
I don’t just find "holes"; I build bridges to fix them. Whether you need a full-scale AD audit, a custom trading bot, or an AI-secured infrastructure, I deliver professional technical reports and actionable remediation plans that satisfy both technical teams and executive stakeholders.
Steps for completing your project
After purchasing the project, send requirements so Donald can start the project.
Delivery time starts when Donald receives requirements from you.
Donald works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement & Data Audit
We review your internal documentation and define the specific automation goals for the AI agent.
Environment Setup & Model Selection
I configure the deployment environment, whether cloud-based or a local, air-gapped setup using Ollama.